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Weak Convergence and Empirical Processes: With Applications to Statistics (Springer Series in Statistics) - Tapa dura

Libro 28 de 160: Springer Series in Statistics

Van Der Vaart, AW; Wellner, Jon

 
9780387946405: Weak Convergence and Empirical Processes: With Applications to Statistics (Springer Series in Statistics)

Sinopsis

This book explores weak convergence theory and empirical processes and their applications to many applications in statistics. Part one reviews stochastic convergence in its various forms. Part two offers the theory of empirical processes in a form accessible to statisticians and probabilists. Part three covers a range of topics demonstrating the applicability of the theory to key questions such as measures of goodness of fit and the bootstrap.

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Críticas

"...succeeds and complements Billingsleys classic work and will become the standard source of study and reference for students and researchers...." The Statistician

Reseña del editor

This book explores weak convergence theory and empirical processes and their applications to many applications in statistics. Part one reviews stochastic convergence in its various forms. Part two offers the theory of empirical processes in a form accessible to statisticians and probabilists. Part three covers a range of topics demonstrating the applicability of the theory to key questions such as measures of goodness of fit and the bootstrap.

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